Книга Differentiable Optimization and Equation Solving John L. Nazareth

Differentiable Optimization and Equation Solving

A Treatise on Algorithmic Science and the Karmarkar Revolution

Автор: John L. Nazareth
Език: Английски език
Корици: С меки корици
Наличност: Външен склад в ограничено количество
Изпращаме след 13-18 дни
116.25 227.37 лв
An overview of the dramatic reorganization in reaction to N. Karmakar s seminal 1984 paper on algori...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2011
страници
256
EAN
9781441930613
ISBN
1441930612
Enbook ID
01421757
Теглоt
427
Размери
155 x 235 x 16

Пълно описание

An overview of the dramatic reorganization in reaction to N. Karmakar s seminal 1984 paper on algorithmic linear programming in the area of algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. Aimed at readers familiar with advanced calculus and numerical analysis.In 1984, N. Karmarkar published a seminal paper on algorithmic linear programming. During the subsequent decade, it stimulated a huge outpouring of new algorithmic results by researchers world-wide in many areas of mathematical programming and numerical computation. This book gives an overview of the resulting, dramatic reorganization that has occurred in one of these areas: algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. The book is aimed at readers familiar with advanced calculus, numerical analysis, in particular numerical linear algebra, the theory and algorithms of linear and nonlinear programming, and the fundamentals of computer science, in particular, computer programming and the basic models of computation and complexity theory.§J.L. Nazareth is a Professor in the Department of Pure and Applied Mathematics at Washington State University. He is the author of two books previously published by Springer-Verlag, DLP and Extensions: An Optimization Model and Decision Support System (2001) and The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization (1994).

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